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The Plugin Integrity & Test Runner is a specialized diagnostic skill designed to ensure the stability and correctness of the Bitwize music production workflow. It performs deep audits of configuration files, skill definitions, and markdown templates to identify missing fields, invalid YAML syntax, broken internal links, and deprecated terminology. By combining a high-speed Python test suite with methodical behavioral checks, it provides developers and users with actionable reports to maintain a production-ready human-AI collaborative environment.